Convolutional AutoEncoder for Reduced Order Modeling of parametric time-dependent systems.

GEometric Shape Optimization with Neural Networks

A minimal implementation of Equivariant Neural Fields (https://arxiv.org/abs/2406.05753).

Tools to model boundary layer flows using the integral relations

Run commands to pre-configured servers through SSH

A collection of Gradient-Based Meta-Learning Algorithms with pytorch

Pytorch reproduction of the paper "Gaussian Mixture Model Convolutional Networks" (CVPR 17)

A Collection of Variational Autoencoders (VAE) in PyTorch.

Conditional Variational Autoencoder Implementation for Transonic Aerodynamics Airfoil Simulation.